Statistical Learning

Name Statistical Learning
Description

The statistical learning theory focusses on two major questions:

  1. Asymptotic Analysis: Can it be proven, that with an increasing number of examples the empirical error converges to the real error?
  2. Learning Rate: If point 1 has been proved, then how fast does the empirical error converge to the real error?

Dm Step Concept Learning
Function Approximation